agi-research

🦞 SHRIMP Oracle — Open OpenClaw Research Oracle | Tracking AI agents ecosystem, Moltbot evolution, and the gap to AGI

A model-agnostic autonomous reasoning system that improves decision quality by learning from structured failure, strictly separating creativity (LLM) from intelligence (Loop).

Source-available governed AI cognition architecture for bounded episodic execution, reality-corrected world modeling, evidence-gated skill synthesis, transfer challenge, replay validation, and human review. No AGI claims.

Um framework para engenharia reversa da cognição. Modelagem matemática de agentes que possuem estado interno, plasticidade sináptica e oscilação fásica. Define os parâmetros para sistemas autônomos reflexivos e emocionalmente funcionais.

Brainiac is an open-source app to figure out how the brain understands, so we can achieve AGI, Artificial General Intelligence. An overview video can be found at: https://www.youtube.com/watch?v=kQ3HaEFBPPo. Please see the website for more info or to download.

KERNEL Ω est une architecture cognitive unifiée pour LLMs. En fusionnant Graph of Thoughts, Self-Discover et Few-Shot Introspectif, il transforme les générateurs de texte linéaires en moteurs d'inférence réflexifs capables de douter, de s'auto-corriger et de cartographier leur propre pensée.

Source-available IX-Function causal-transfer harness: tests cross-domain causal structure reuse through pre-outcome prediction, reality-delta scoring, uncertainty preservation, falsification, negative controls, model review, donor handoffs, and bounded Wave 6 review gates. No AGI claim.

A post-symbolic multi-layer epistemic operating system for AI agents and autonomous systems. Deterministic, content-addressed, fail-closed by construction. Efficiency. Made in Germany.

Experimental autonomous AI agent — memory architecture, IIT Phi consciousness, recursive self-improvement, multi-agent systems.

Open Cognitive Architecture — a community-driven open architecture for building the next generation of cognitive AI systems. Continual learning, memory consolidation, concept formation, resonance-based communication. Every claim ships with the control that could have killed it.

Magic (magic.dev) is a San Francisco frontier AI research lab building frontier-scale code models - an "AI coworker" for software engineering, and ultimately a path to safe AGI - rather than a shipping developer product.

A user-owned semantic kernel for Chat: persistent awareness, situated capabilities, operational continuity, reversible evolution, and foundations for autopoietic AI.

Agent cognitif autonome bio-inspiré : JEPA + RL, deux systèmes de décision (C1 réflexe / C2 néo-cortex), 5 sens, mémoire à abstraction par récurrence, homéostasie dopaminergique et plasticité synaptique avec cycles jour/nuit. Recherche exploratoire sur MiniGrid.